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# International Conference on Natural Language Processing for the Digital Humanities 2026 — accepted papers

International Conference on Natural Language Processing for the Digital Humanities 2026 is the 2026 edition of the International Conference on Natural Language Processing for the Digital Humanities, held in San Diego, USA, July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 36 papers of it; our library holds 14 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 San Diego, [United States](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 July 2026

[**36** papers in the proceedings](#all) · [**14** works in our library](https://md.research.elamur.ai/free/en/venues/nlp4dh/2026/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/nlp4dh/2026/#works)

## All accepted papers (36)

The most cited first; 14 with our summary link to their page here, the others to the original.

1. **[Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke](https://md.research.elamur.ai/free/en/papers/wu-2026-matching-meaning-scale-evaluating-semantic/)**Yu Wu, Ananth Mahadevan, Filip Ginter et al.*1 citation · our summary*
2. **[Narrative Landscape: Mapping Narrative Dispositions Across LLMs ↗](https://aclanthology.org/2026.nlp4dh-1.3/)**Donghoon Jung, Jiwoo Choi, Songeun Chae et al.*1 citation*
3. **[100,000+ Movie Reviews from Kazakhstan: Russian, Kazakh, and Code-Switched Texts ↗](https://aclanthology.org/2026.nlp4dh-1.4/)**Rustem Yeshpanov
4. **[Artistic Interventions for NLP Annotation Challenges: The Stress Test of Machinic Glossolalia ↗](https://aclanthology.org/2026.nlp4dh-1.23/)**Tyler Grimes, Marshall Washington
5. **[Between Whispers and Screams: Loudness Standard Deviation as a Proxy for Explicit Content Detection in US Romance Novels ↗](https://aclanthology.org/2026.nlp4dh-1.33/)**Svenja Guhr
6. **[Beyond Genre Categories: How Narrative Pattern Coherence and Spanning Distance Shape Film Success](https://md.research.elamur.ai/free/en/papers/wang-2026-beyond-genre-categories-how-narrative/)**Zhichao Wang, Zeyu Lyu*our summary*
7. **[Beyond Prompt-Sensitive Emotion Words: Stable Embeddings for Tang Poetry Analysis ↗](https://aclanthology.org/2026.nlp4dh-1.7/)**Linyue Zhang, Feiyue Li
8. **[Bias Mitigation in Hiring-Related NLP: Interactions Between Masking, Rewriting, and Adversarial Debiasing](https://md.research.elamur.ai/free/en/papers/puttick-2026-bias-mitigation-hiring-related-nlp/)**Alexandre Puttick, Rami El-Wazzi*our summary*
9. **[Computational Authorship Attribution in the Children's Tales of Oscar and Constance Wilde: The Case of “The Selfish Giant” ↗](https://aclanthology.org/2026.nlp4dh-1.34/)**Liviu P Dinu, Alina Iacob, Cosmin Ciotlos
10. **[Computational Modeling of Educational Theory in Low-Socioeconomic Contexts](https://md.research.elamur.ai/free/en/papers/swearingen-2026-computational-modeling-educational-theory-low/)**Jadon Swearingen, Mustafa Ocal, Md Tarique Hasan Khan et al.*our summary*
11. **[Data Contamination in Neural Hieroglyphic Translation: A Reproducibility Study](https://md.research.elamur.ai/free/en/papers/toutou-2026-data-contamination-neural-hieroglyphic-translation/)**Ammar Toutou, Abdelrahman Harb, Christine Basta*our summary*
12. **[Directional Alignment and Narrative Agency in Human–LLM Co-Writing ↗](https://aclanthology.org/2026.nlp4dh-1.18/)**Halfdan Nordahl Fundal, Yuri Bizzoni
13. **[Evaluating Latin and Ancient Greek Sentence Alignment through Parallel Sentence Mining](https://md.research.elamur.ai/free/en/papers/reichbauer-2026-evaluating-latin-ancient-greek-sentence/)**Sebastian Reichbauer, Shu Okabe, Alexander Fraser*our summary*
14. **[Evaluating Open-Source LLMs for Text Summarization and Named Entity Recognition in Long, Unstructured Text ↗](https://aclanthology.org/2026.nlp4dh-1.35/)**Pauline Kister, Miriam Schirmer
15. **[Exploring Topological Invariance in Semantic Embeddings ↗](https://aclanthology.org/2026.nlp4dh-1.29/)**Fangzhou Gao, Justin Brody
16. **[Fluency and Faithfulness in Human and Machine Literary Translation ↗](https://aclanthology.org/2026.nlp4dh-1.17/)**Sarah Griebel, Ted Underwood
17. **[Frequency Accelerates Semantic Change: Evidence from 500 Years of Korean ↗](https://aclanthology.org/2026.nlp4dh-1.2/)**Cheonkam Jeong, Yeeun Choi
18. **[From OCR to Analysis: Tracking Correction Provenance in Digital Humanities Pipelines ↗](https://aclanthology.org/2026.nlp4dh-1.1/)**Haoze Guo, Ziqi Wei
19. **[From Traditional Taggers to LLMs: A Comparative Study of POS Tagging for Medieval Romance Languages](https://md.research.elamur.ai/free/en/papers/schoffel-2026-traditional-taggers-llms-comparative-study/)**Matthias Schöffel, Esteban Garces Arias*our summary*
20. **[In Search of Lost Adventure Novels: Supervised Genre Retrieval and Corpus Refinement in Gallica ↗](https://aclanthology.org/2026.nlp4dh-1.24/)**Jean Barré
21. **[Lost in Translation? Exploring the Shift in Grammatical Gender from Latin to Occitan ↗](https://aclanthology.org/2026.nlp4dh-1.26/)**Ahan Chatterjee, Matthias Schöffel, Matthias Aßenmacher et al.
22. **[MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring ↗](https://aclanthology.org/2026.nlp4dh-1.30/)**Ali Keramati, Shiyuan Zhou, Sharad Mehrotra et al.
23. **[Measuring Embedding Sensitivity to Authorial Style in French: Comparing Literary Texts with Language Model Rewritings ↗](https://aclanthology.org/2026.nlp4dh-1.8/)**Benjamin Icard, Lila Sainero, Alice Breton et al.
24. **[Modeling the “Dalet” Clitic in Historical Hebrew Texts: A New Prefix-Segmented BERT Model and Stylistic Analysis](https://md.research.elamur.ai/free/en/papers/tal-2026-modeling-dalet-clitic-historical-hebrew/)**Rachel Tal, Cheyn Shmuel Shmidman, Avi Shmidman*our summary*
25. **[Never Care For What They Say ? Platform vs Genre Rules in Online Horror Narratives (2007–2024)](https://md.research.elamur.ai/free/en/papers/rollin-2026-never-care-what-they-say/)**Alexandre Lionnet-Rollin, Florian Cafiero*our summary*

[See all 36 papers in International Conference on Natural Language Processing for the Digital Humanities 2026 — accepted papers →](https://md.research.elamur.ai/free/en/venues/nlp4dh/2026/papers/)

## Papers with our summary in our library (14)

The most cited first (OpenAlex citations plus our library's).

1. **[Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke](https://md.research.elamur.ai/free/en/papers/wu-2026-matching-meaning-scale-evaluating-semantic/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Yu Wu, Ananth Mahadevan, Filip Ginter, et al.*2026 · 1 citation*
2. [**Modeling the Dalet Clitic in Historical Hebrew Texts: A New Prefix-Segmented BERT Model and Stylistic Analysis**Rachel Tal, Cheyn Shmuel Shmidman, Avi Shmidman*2026*](https://md.research.elamur.ai/free/en/papers/tal-2026-modeling-dalet-clitic-historical-hebrew/)
3. **[Tracing Thematic Change in Early English-Language Science Fiction, 1818-1930](https://md.research.elamur.ai/free/en/papers/gordon-2026-tracing-thematic-change-early-english/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Jonathan Gordon*2026*
4. **[Quantifying Text Reuse Across Three Kṛṣṇa Yajurveda Recensions: Using Multi-Algorithm Computational Collation](https://md.research.elamur.ai/free/en/papers/miyagawa-2026-quantifying-text-reuse-across-three/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**So Miyagawa, Kyoko Amano, Yuzuki Tsukagoshi, et al.*2026*
5. **[Bias Mitigation in Hiring-Related NLP: Interactions Between Masking, Rewriting, and Adversarial Debiasing](https://md.research.elamur.ai/free/en/papers/puttick-2026-bias-mitigation-hiring-related-nlp/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Alexandre Puttick, Rami El-Wazzi*2026*
6. **[Temporal Text Classification with Large Language Models](https://md.research.elamur.ai/free/en/papers/raihan-2026-temporal-text-classification-large-language/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Nishat Raihan, Marcos Zampieri*2026*
7. **[Evaluating Latin and Ancient Greek Sentence Alignment through Parallel Sentence Mining](https://md.research.elamur.ai/free/en/papers/reichbauer-2026-evaluating-latin-ancient-greek-sentence/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Sebastian Reichbauer, Shu Okabe, Alexander Fraser*2026*
8. **[Never Care For What They Say ? Platform vs Genre Rules in Online Horror Narratives (2007–2024)](https://md.research.elamur.ai/free/en/papers/rollin-2026-never-care-what-they-say/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Alexandre Lionnet-Rollin, Florian Cafiero*2026*
9. **[From Traditional Taggers to LLMs: A Comparative Study of POS Tagging for Medieval Romance Languages](https://md.research.elamur.ai/free/en/papers/schoffel-2026-traditional-taggers-llms-comparative-study/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Matthias Schöffel, Esteban Garces Arias*2026*
10. **[Computational Modeling of Educational Theory in Low-Socioeconomic Contexts](https://md.research.elamur.ai/free/en/papers/swearingen-2026-computational-modeling-educational-theory-low/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Jadon Swearingen, Mustafa Ocal, Md Tarique Hasan Khan, et al.*2026*
11. **[PHMartialLawNER: A Tagalog Named Entity Recognition Corpus for the Philippine Martial Law Era](https://md.research.elamur.ai/free/en/papers/tabuzo-2026-phmartiallawner-tagalog-named-entity-recognition/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Abdiel Clarence Tabuzo, Vladimir Gray Velazco, Cassandra Cabral, et al.*2026*
12. **[Statistical Structure in Indus Sign Sequences](https://md.research.elamur.ai/free/en/papers/tiwari-2026-statistical-structure-indus-sign-sequences/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Tanishk Tiwari*2026*
13. **[Data Contamination in Neural Hieroglyphic Translation: A Reproducibility Study](https://md.research.elamur.ai/free/en/papers/toutou-2026-data-contamination-neural-hieroglyphic-translation/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Ammar Toutou, Abdelrahman Harb, Christine Basta*2026*
14. **[Beyond Genre Categories: How Narrative Pattern Coherence and Spanning Distance Shape Film Success](https://md.research.elamur.ai/free/en/papers/wang-2026-beyond-genre-categories-how-narrative/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Zhichao Wang, Zeyu Lyu*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Legal AI (1)](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Latin (1)](https://md.research.elamur.ai/free/en/topics/latin/) · [Ancient Greek (1)](https://md.research.elamur.ai/free/en/topics/ancient-greek/) · [Hebrew & Aramaic (1)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/) · [Biblical Hebrew (1)](https://md.research.elamur.ai/free/en/topics/biblical-hebrew/) · [Modern Hebrew (1)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/)

## Fields

[Arts and Humanities (13)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (9)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (5)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Business, Management and Accounting (1)](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Economics, Econometrics and Finance (1)](https://md.research.elamur.ai/free/en/shelves/economics-econometrics-and-finance/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Filip Ginter**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/filip-ginter/) · [🧑‍🔬**Mikko Tolonen**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/mikko-tolonen/) · [🧑‍🔬**Yu Wu**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/yu-wu/) · [🧑‍🔬**Alexander Fraser**1 work here](https://md.research.elamur.ai/free/en/authors/alexander-fraser/) · [🧑‍🔬**Avi Shmidman**1 work here](https://md.research.elamur.ai/free/en/authors/avi-shmidman/) · [🧑‍🔬**Cheyn Shmuel Shmidman**1 work here](https://md.research.elamur.ai/free/en/authors/cheyn-shmuel-shmidman/) · [🧑‍🔬**Christine Basta**1 work here](https://md.research.elamur.ai/free/en/authors/christine-basta/) · [🧑‍🔬**Esteban Garces Arias**1 work here](https://md.research.elamur.ai/free/en/authors/esteban-garces-arias/) · [🧑‍🔬**Labiba Jahan**1 work here](https://md.research.elamur.ai/free/en/authors/labiba-jahan/) · [🧑‍🔬**Marcos Zampieri**1 work here](https://md.research.elamur.ai/free/en/authors/marcos-zampieri/) · [🧑‍🔬**Mustafa Ocal**1 work here](https://md.research.elamur.ai/free/en/authors/mustafa-ocal/) · [🧑‍🔬**Nishat Raihan**1 work here](https://md.research.elamur.ai/free/en/authors/nishat-raihan/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Munich Center for Machine Learning** Munich · Germany 2 works here](https://md.research.elamur.ai/free/en/universities/munich-center-for-machine-learning/) · [🎓**Bavarian Academy of Sciences and Humanities** Munich · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/bavarian-academy-of-sciences-and-humanities/) · [🎓**Vassar College** Town of Poughkeepsie · United States 1 work here](https://md.research.elamur.ai/free/en/universities/vassar-college/) · [🎓**Bern University of Applied Sciences** Bern · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/bern-university-of-applied-sciences/) · [🎓**University of Helsinki** Helsinki · Finland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-helsinki/) · [🎓**Bar-Ilan University** Ramat Gan · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) · [🎓**University of Tsukuba** Tsukuba · Japan 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-tsukuba/) · [🎓**University of Turku** Turku · Finland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-turku/) · [🎓**George Mason University** Fairfax · United States 1 work here](https://md.research.elamur.ai/free/en/universities/george-mason-university/) · [🎓**University of the Basque Country** Leioa · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-the-basque-country/) · [🎓**Southern Methodist University** Dallas · United States 1 work here](https://md.research.elamur.ai/free/en/universities/southern-methodist-university/) · [🎓**Florida International University** Miami · United States 1 work here](https://md.research.elamur.ai/free/en/universities/florida-international-university/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous International Conference on Natural Language Processing for the Digital Humanities 2025](https://md.research.elamur.ai/free/en/venues/nlp4dh/2025/)
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